07 oct
|
Capmation
|
México
We are seeking a Solutions Architect to join our Engineering Team. This role combines deep hands‑on engineering capability in Python, machine learning frameworks, and data pipelines with technical leadership in designing, developing, deploying, and optimizing production‑grade machine learning models and solutions.
The adecuado candidate is a senior technical leader who can define end‑to‑end ML solution architecture, lead model development, evaluation, deployment, monitoring, and production support, and ensure adherence to ML engineering and MLOps best practices while delivering reliable, scalable, and maintainable solutions in a fast‑moving environment.
This position also requires strong collaboration and leadership skills. The Solutions Architect must work effectively with data scientists, engineers, product stakeholders, clients, and delivery teams, while providing technical guidance, mentoring others, and driving high engineering quality. The ideal candidate should be proactive, pragmatic, and able to balance hands‑on implementation with strategic technical decision‑making.
Key Responsibilities
- Solution Architecture: Lead the architecture of machine learning solutions end‑to‑end, from data ingestion and feature engineering to model serving and monitoring, ensuring scalability, security, and maintainability
- Model Development: Design, develop, and optimize machine learning models using Python and ML frameworks, while leading evaluation and adoption of new tools, algorithms, and methodologies to improve company standards
- Data Pipelines: Design and oversee reliable batch and streaming data pipelines and feature stores that feed training and inference, ensuring data quality, lineage, and reproducibility
- Model Evaluation: Define evaluation strategies, metrics, validation approaches, and experiment tracking to ensure models meet accuracy, fairness, and business performance targets before release
- Deployment & MLOps: Lead model packaging, deployment, and CI/CD/C
📌 Solutions Architect (México)
🏢 Capmation
📍 México